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Leonard Execution Card — GBP Snapshot Ingest

Goal: Map a filled GBP Snapshot Intake into client docs with minimal reasoning.

Governing docs:

  • docs/agents/agent-charter-v1.md
  • docs/agents/audit-playbook-v1.md
  • docs/templates/gbp-snapshot-intake.md

Input required

A completed gbp-snapshot-intake.md for the client.

If any required metadata is missing (client name, snapshot date, source), stop and report BLOCKED: incomplete intake.


Step 1 — Update Data Inventory GMB row only

Open: docs/clients/<client>/data-inventory-v1.md

Update only the Google Business Profile section using these mappings:

Intake field Inventory field
Source Access Status / Notes
Snapshot date Snapshot Date
Business name shown Notes
Address shown Notes
Phone shown Notes
Website shown Notes
Star rating Notes
Review count Notes
Claimed / Own this business Notes
Hours listed + hours text Notes
Booking button present Notes
Photos / posts / Q&A Notes
Second related listing Notes / Gaps

Rules:

  • Write factual values only
  • Blank intake field → Not observed
  • Verification Tier:
    • Owner dashboard / owner-confirmed → Tier 1
    • Human Maps eye or Places API → Tier 2
  • Do not rewrite other sources unless the intake explicitly names them

Step 2 — Threat Trigger Rules (boolean only)

Apply only these rules. No new creative threats.

Rule ID Condition Action
R1 Booking button present = No Ensure a threat exists for missing public booking on GMB/website surfaces. If missing, add a Tier 2 Major threat with evidence from intake. If exists, update Data Recency + Evidence Snippet only.
R2 Claimed / Own this business = No or Unknown AND rating/reviews thin or Not observed Ensure a threat exists for weak/unclear GMB completeness. Update evidence/recency only if exists.
R3 Second related listing nearby = Yes Ensure a Minor Tier 2 threat exists for related/duplicate listing risk. Update evidence only.
R4 Star rating and review count both observed Do not create a new threat from rating alone. Only update inventory.
R5 Any field Not observed Do not invent a threat from absence of observation alone unless R1R3 fire.

If no rule fires, leave Threat Register unchanged except optional recency note on existing GMB-related threats.


Step 3 — Output format

Return:

  1. Updated GMB inventory section (or full inventory if required by tooling)
  2. Threat Register changes only if a rule fired
  3. Changes Made list (bullet facts only)
  4. Rules Fired: list (R1/R2/R3/none)

Forbidden:

  • Severity upgrades beyond template defaults without human request
  • Solution language
  • Competitor claims
  • New threats outside R1R3

Pass criteria

  • Every written value traces to the intake
  • No extra narrative analysis
  • Tier labels correct
  • Only trigger rules created/updated threats

If uncertain: leave field as Not observed and do not fire a rule.